fintech , Twitter, 2/11/2019 8:21:39 AM, 186134


FAQ | Problem?

fintech _2019-02-10_23-42-27.xlsx
fintech _2019-02-10_23-42-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2019
Short Description:
fintech via NodeXL http://bit.ly/2SqIp8k
@mikequindazzi
@spirosmargaris
@daviddoughty
@fisher85m
@ralexjimenez
@andi_staub
@fintechna
@jblefevre60
@forbes
@ripple

Top hashtags:
#fintech
#ai
#iot
#blockchain
#bigdata
#insurtech
#cybersecurity
#innovation

Description:
Description
The graph represents a network of 3,783 Twitter users whose tweets in the requested range contained "fintech ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 February 2019 at 07:43 UTC.

The requested start date was Monday, 11 February 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 14-hour, 30-minute period from Sunday, 10 February 2019 at 10:30 UTC to Monday, 11 February 2019 at 01:01 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3783
Unique Edges : 5784
Edges With Duplicates : 3044
Total Edges : 8828
Number of Edge Types : 3
Mentions : 6640
Tweet : 2112
Replies to : 76
Self-Loops : 2112
Reciprocated Vertex Pair Ratio : 0.0165497391617197
Reciprocated Edge Ratio : 0.0325606087418156
Connected Components : 919
Single-Vertex Connected Components : 559
Maximum Vertices in a Connected Component : 2064
Maximum Edges in a Connected Component : 6793
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.745131
Graph Density : 0.000394973029863204
Modularity : 0.551283
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] https://www.everestgrp.com/2017-10-digital-force-multiplier-cloud-adoption-story-banking-financial-services-market-insights-42531.html/?utm_content=buffer28305&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[41] https://www.forbes.com/sites/michaeldelcastillo/2019/02/04/top-crypto-blockchain-fintech-companies/?ss=crypto-blockchain&utm_source=TWITTER&utm_medium=social&utm_content=2124876623&utm_campaign=sprinklrForbesCrypto#7e31c646a9ce
[31] https://www.cbinsights.com/research/artificial-intelligence-top-startups/?utm_campaign=AI%20100&utm_content=84447997&utm_medium=social&utm_source=twitter&hss_channel=tw-110171914
[26] https://techspective.net/2019/02/10/a-realistic-look-at-where-ai-is-going-in-2019/
[21] https://www.linkedin.com/pulse/guide-real-world-ai-machine-learning-use-cases-imtiaz-adam
[20] https://www.ticbeat.com/innovacion/fintech/que-es-el-sharding-y-cual-es-su-importancia-en-el-blockchain/
[18] https://singularityhub.com/2019/02/10/what-games-are-humans-still-better-at-than-ai/
[17] http://stedas.hr/ripple-xrp-codius-coil-ecosystem.html#.W-c54NX0mUl
[16] https://www.kdnuggets.com/2018/05/top-7-data-science-use-cases-finance.html
[15] https://www.analyticsinsight.net/how-collaborative-robots-are-revolutionising-industrial-automation/

Top URLs in Tweet in G1:
[14] https://www.ticbeat.com/innovacion/fintech/que-es-el-sharding-y-cual-es-su-importancia-en-el-blockchain/
[12] https://www.tecnovedosos.com/robo-advisors-fintech/
[12] https://boothlenders.com/
[11] https://www.cnbc.com/2019/02/07/ballooning-tech-budgets-and-pressure-from-fintech-drive-bank-mergers-like-bbt-and-suntrust--.html
[9] https://www.binance.com/?ref=23630617
[7] https://www.dijifi.org/2019/02/haftalik-fintech-ozeti-49.html
[6] https://lnkd.in/fP3UHcT
[5] https://www.forbes.com/sites/michaeldelcastillo/2019/02/04/top-crypto-blockchain-fintech-companies/?ss=crypto-blockchain&utm_source=TWITTER&utm_medium=social&utm_content=2124876623&utm_campaign=sprinklrForbesCrypto#7e31c646a9ce
[5] https://www.aurasolutioncompanylimited.com/
[5] https://boothlenders.com/boost_credit_score_guide

Top URLs in Tweet in G2:
[22] https://www.cbinsights.com/research/artificial-intelligence-top-startups/?utm_campaign=AI%20100&utm_content=84447997&utm_medium=social&utm_source=twitter&hss_channel=tw-110171914
[20] https://techspective.net/2019/02/10/a-realistic-look-at-where-ai-is-going-in-2019/
[16] https://www.kdnuggets.com/2018/05/top-7-data-science-use-cases-finance.html
[14] https://singularityhub.com/2019/02/10/what-games-are-humans-still-better-at-than-ai/
[11] https://www.kdnuggets.com/2019/02/best-worst-data-visualization-2018.html
[10] https://www.youtube.com/watch?v=JTs4vp1z1V4

[9] https://www.slideshare.net/casaleggioassociati/infographic-the-artificial-intelligence-business-evolution-82444217
[9] https://www.analyticsinsight.net/how-collaborative-robots-are-revolutionising-industrial-automation/
[8] https://www.everestgrp.com/2017-10-digital-force-multiplier-cloud-adoption-story-banking-financial-services-market-insights-42531.html/?utm_content=buffer28305&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.forbes.com/sites/cognitiveworld/2019/02/09/will-a-i-put-lawyers-out-of-business/#692956f031f0

Top URLs in Tweet in G3:
[41] https://www.everestgrp.com/2017-10-digital-force-multiplier-cloud-adoption-story-banking-financial-services-market-insights-42531.html/?utm_content=buffer28305&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[20] https://www.linkedin.com/pulse/guide-real-world-ai-machine-learning-use-cases-imtiaz-adam
[8] https://securityaffairs.co/wordpress/80816/data-breach/australias-parliament-security-breach.html
[7] https://www.cbinsights.com/research/artificial-intelligence-top-startups/?utm_campaign=AI%20100&utm_content=84447997&utm_medium=social&utm_source=twitter&hss_channel=tw-110171914
[5] https://www.analyticsinsight.net/how-collaborative-robots-are-revolutionising-industrial-automation/
[5] https://www.sageintacct.com/blog/4-data-sources-cfos-must-analyze-value-chain-insight
[4] https://www.google.be/search?biw=1745&bih=885&tbm=isch&sa=1&ei=7YFxW-PYO4TykwXesaPIDQ&q=infographics++blockchain&oq=infographics++blockchain&gs_l=img.3..0i19k1.34255.34255.0.34550.1.1.0.0.0.0.72.72.1.1.0....0...1c.1.64.img..0.1.71....0.Tu21Bq5B4i0#imgrc=mPTqz5PHKJnIZM
[4] https://latesthackingnews.com/2019/02/08/pen-testing-firm-claims-92-successful-breach-rate-of-their-clients/
[4] https://techspective.net/2019/02/10/a-realistic-look-at-where-ai-is-going-in-2019/
[4] http://feeds.harvardbusiness.org/~r/harvardbusiness/~3/lfnMzvgor4M/improving-cybersecurity-means-taking-more-care-with-what-we-digitize

Top URLs in Tweet in G4:
[14] http://www.hubrisone.com/marketplace
[13] https://www.hubrisone.com/download/
[4] https://www.reddit.com/r/btc/comments/ap2shj/bitcoin_bch_content_visibility_on_google_twitter/?ref=share&ref_source=twitter
[4] https://theindependentrepublic.com/2019/01/28/top-10-icos-initial-coin-offerings-2019/
[4] https://www.baenegocios.com/negocios/Las-sucursales-bancarias-cambian-de-la-mano-de-la-tecnologia-20190209-0006.html
[3] https://www.ilsole24ore.com/art/finanza-e-mercati/2019-02-08/barbagallo-bankitalia-banche-accelerino-fintech-psd2-effetto-dirompente-183216.shtml?uuid=AFYnPCL
[3] https://www.ccn.com/canadas-regulators-might-help-crypto-exchange-quadrigacxs-victims-after-all
[3] https://paper.li/neirajones/1369506964#/
[3] https://www.ccn.com/binance-ceo-were-still-at-the-beginning-of-the-beginning-of-bitcoin-revolution
[3] https://www.theverge.com/2019/2/5/18212902/huaxia-bank-qin-qisheng-atm-loophole-hack-china

Top URLs in Tweet in G5:
[6] https://www.linkedin.com/pulse/isa-transfers-fit-21st-century-michal-brzozowski/?published=t
[4] https://www.economist.com/finance-and-economics/2019/02/09/what-happens-when-your-bitcoin-banker-dies
[3] https://www.mindfintech.fr/article/14478/happy-capital-poursuit-sa-diversification-vers-le-pret-avec-prexem/
[3] https://cointelegraph.com/news/forbes-fintech-50-list-reviewed-new-players-veterans-and-startups-which-didnt-make-the-cut
[3] https://thefinancialbrand.com/80035/top-banking-fintech-influencers-2019/?edigest
[3] https://techcrunch.com/2019/02/09/what-to-expect-from-mobile-world-congress-2019/
[3] https://www.youtube.com/watch?v=BZeBj3uhmcA

[3] https://lnkd.in/egsMibR
[2] https://www.thestartupfounder.com/zurcher-fintech-launches-green-portfolio-paperless/
[2] http://meetup.anyimage.io/j8CnJj7

Top URLs in Tweet in G6:
[35] https://www.forbes.com/sites/michaeldelcastillo/2019/02/04/top-crypto-blockchain-fintech-companies/?ss=crypto-blockchain&utm_source=TWITTER&utm_medium=social&utm_content=2124876623&utm_campaign=sprinklrForbesCrypto#7e31c646a9ce
[8] https://www.forbes.com/pictures/fi45eefdgd/the-evolution-of-facebook-2/
[4] http://zpy.io/159f52b6
[3] https://www.telegraph.co.uk/finance/economics/10537773/Britain-will-become-biggest-economy-in-Europe.html?fbclid=IwAR13Lu6Oo1nbpucJ0wzdo-JH10NvdO2aZ2wEWKa3JLwerAhT4etjuIncUfw
[3] https://youtu.be/-xef64KdE30
[2] https://www.forbes.com/sites/oracle/2018/11/19/cfos-and-the-innovation-trajectory-insights-from-oracle-openworld/#566cc12e28e6
[2] https://www.professionaladviser.com/professional-adviser/news/3066586/fca-eyes-machine-learning-in-a-bid-to-become-a-robo-regulator
[2] http://TokenBeach.com
[2] http://zpy.io/88b2af83
[2] http://zpy.io/2bb5bca8

Top URLs in Tweet in G7:
[4] https://paper.li/MWBEX/1308750296?edition_id=8825ea10-2d3a-11e9-86d5-002590a5ba2d
[3] https://venturebeat.com/2019/02/02/expanding-your-startup-when-internationalization-goes-wrong/
[3] https://paper.li/C_FinTech/1492612290?edition_id=25ee7720-2d41-11e9-b211-0cc47a0d164b
[2] https://twi.li/hCuZV9
[2] https://chaintransaction.com/
[2] https://paper.li/DavideCamera/1486986658?edition_id=bbdb2b50-2d2a-11e9-9bab-0cc47a0d1609
[2] https://twitter.com/PrepayWay/status/1093539897741373440
[2] https://gudcapital.com/short-term-business-loans/
[2] https://gudcapital.com/business-line-of-credit/
[2] http://blogs.edf.org/energyexchange/2018/10/01/can-blockchain-unlock-a-sustainable-future/

Top URLs in Tweet in G8:
[5] https://www.cityfalcon.com/watchlists?assets=fintech&utm_campaign=T_AT
[5] http://www.gf-accord.biz
[4] https://www.finextra.com/pressarticle/77149/the-id-co-taps-open-banking-for-real-time-lending-decisions-platform/retail
[3] https://open.spotify.com/album/4XxcbTYtMoT8H78wNN0FjQ?si=jmBlDdYnQk-OR6m4Sv8btw
[3] https://www.forbes.com/sites/kristinstoller/2019/02/04/a-29-year-old-dominican-immigrant-is-teaching-fintech-startups-how-real-people-relate-to-money/?utm_source=dlvr.it&utm_medium=twitter
[3] https://blockchain.info/address/3JhMyFqtEpG9YKJBEuHmXwns539fCV2cY7
[2] https://coinspectator.com/news/1238886/bitcoin-btc-price-action-doji-candle-precedes-price-drop
[2] https://coinspectator.com/news/946661/0chain-token-supply-overview
[2] https://coinspectator.com/news/946569/ethereum-testnet-bug-found-and-fixed
[2] https://coinspectator.com/news/1238380/new-crypto-narratives-in-bearish-market-conditions-are-growing

Top URLs in Tweet in G9:
[17] http://stedas.hr/ripple-xrp-codius-coil-ecosystem.html#.W-c54NX0mUl
[6] https://www.gtreview.com/news/fintech/ripple-and-euro-exim-to-trial-new-blockchain-based-trade-finance-capability-for-xcurrent/
[6] https://grnh.se/1321f4111
[3] http://www.stedas.hr/ripple/
[3] https://www.youtube.com/watch?v=Bms0adWPQLM&feature=youtu.be

[1] https://www.forbes.com/sites/michaeldelcastillo/2019/02/04/top-crypto-blockchain-fintech-companies/?ss=crypto-blockchain&utm_source=TWITTER&utm_medium=social&utm_content=2124876623&utm_campaign=sprinklrForbesCrypto#7e31c646a9ce
[1] http://www.stedas.hr/index-en.html
[1] https://twitter.com/i/web/status/1091665099813724160
[1] https://twitter.com/i/web/status/1092556401631649792
[1] https://twitter.com/i/web/status/1094578739260911616

Top URLs in Tweet in G10:
[2] https://pecuniaplatform.io/
[2] https://cointelegraph.com/news/forbes-fintech-50-list-reviewed-new-players-veterans-and-startups-which-didnt-make-the-cut
[1] https://twitter.com/i/web/status/1094723088296669185
[1] https://twitter.com/i/web/status/1094662652847104000
[1] https://twitter.com/i/web/status/1094662654743011328
[1] https://twitter.com/i/web/status/1094692813072154625
[1] https://twitter.com/i/web/status/1094692815123156992
[1] https://www.efin.com/
[1] https://www.investinblockchain.com/6-blockchain-companies-forbes-fintech-2019/
[1] https://issuu.com/fintechcity/docs/ft50_2018_yearbook_jan_2019

Top Domains
Top Domains in Tweet in Entire Graph:
[1297] twitter.com
[138] forbes.com
[133] paper.li
[69] twi.li
[52] cbinsights.com
[51] everestgrp.com
[51] medium.com
[50] coinspectator.com
[47] youtube.com
[45] careerarc.com

Top Domains in Tweet in G1:
[345] twitter.com
[30] boothlenders.com
[23] workiniot.com
[21] forbes.com
[20] paper.li
[16] lnkd.in
[15] ticbeat.com
[14] twi.li
[14] cnbc.com
[12] tecnovedosos.com

Top Domains in Tweet in G2:
[151] twitter.com
[30] careerarc.com
[28] cbinsights.com
[27] kdnuggets.com
[26] forbes.com
[20] techspective.net
[14] youtube.com
[14] singularityhub.com
[13] thefinancialbrand.com
[10] analyticsinsight.net

Top Domains in Tweet in G3:
[186] twitter.com
[42] everestgrp.com
[21] cryptostaunch.com
[20] linkedin.com
[18] medium.com
[11] securityaffairs.co
[9] latesthackingnews.com
[9] cbinsights.com
[9] forbes.com
[5] pwc.com

Top Domains in Tweet in G4:
[107] twitter.com
[27] hubrisone.com
[15] cointelegraph.com
[12] reddit.com
[8] twi.li
[6] careerarc.com
[6] jobvite.com
[6] ccn.com
[6] medium.com
[4] forbes.com

Top Domains in Tweet in G5:
[49] twitter.com
[7] paper.li
[7] twi.li
[7] techcrunch.com
[6] linkedin.com
[5] thestartupfounder.com
[5] thefinancialbrand.com
[4] boursier.com
[4] onopia.com
[4] youtube.com

Top Domains in Tweet in G6:
[57] forbes.com
[19] twitter.com
[12] zpy.io
[3] co.uk
[3] youtu.be
[3] cointelegraph.com
[2] professionaladviser.com
[2] tokenbeach.com
[2] coindesk.com
[1] spendmatters.com

Top Domains in Tweet in G7:
[60] twitter.com
[9] paper.li
[9] gudcapital.com
[9] bankingtech.com
[5] twi.li
[5] fintechnews.ch
[3] venturebeat.com
[2] chaintransaction.com
[2] dw.com
[2] edf.org

Top Domains in Tweet in G8:
[46] coinspectator.com
[43] twitter.com
[15] financemagnates.com
[8] coincaps.ai
[7] finextra.com
[6] cityfalcon.com
[6] fintech.global
[5] newsbtc.com
[5] gf-accord.biz
[5] blockchain.info

Top Domains in Tweet in G9:
[21] stedas.hr
[6] gtreview.com
[6] grnh.se
[5] twitter.com
[3] youtube.com
[1] forbes.com

Top Domains in Tweet in G10:
[13] twitter.com
[6] bit.ly
[2] pecuniaplatform.io
[2] paper.li
[2] cointelegraph.com
[1] efin.com
[1] investinblockchain.com
[1] issuu.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3289] fintech
[1309] ai
[687] iot
[654] blockchain
[643] bigdata
[463] insurtech
[451] cybersecurity
[320] innovation
[288] machinelearning
[285] datascience



Top Hashtags in Tweet in G1:
[352] fintech
[62] blockchain
[54] crypto
[44] ai
[37] bitcoin
[32] banking
[31] cryptocurrency
[30] newmusic
[23] finance
[21] galaxytab

Top Hashtags in Tweet in G2:
[852] fintech
[447] ai
[301] insurtech
[197] bigdata
[150] iot
[125] artificialintelligence
[121] machinelearning
[104] cybersecurity
[94] blockchain
[91] banking

Top Hashtags in Tweet in G3:
[673] fintech
[526] ai
[405] iot
[336] bigdata
[297] cybersecurity
[193] innovation
[190] blockchain
[176] datascience
[163] ml
[160] infographic

Top Hashtags in Tweet in G4:
[221] fintech
[41] equity
[27] blockchain
[26] airdrop
[22] stellar
[19] insurtech
[17] ai
[17] banking
[17] omisego
[17] payment

Top Hashtags in Tweet in G5:
[144] fintech
[17] banking
[15] bank
[15] finance
[14] instruments
[14] sblc
[14] letterofcredit
[14] dlc
[14] bg
[14] bankguarantee

Top Hashtags in Tweet in G6:
[70] fintech
[42] fintech50
[16] infographic
[14] business
[14] blockchain
[14] electroneum
[14] ecosystem
[14] etn
[14] product
[13] ai

Top Hashtags in Tweet in G7:
[77] fintech
[35] startup
[19] blockchain
[15] ai
[14] iot
[14] bigdata
[11] startups
[11] marketing
[10] ml
[9] innovation

Top Hashtags in Tweet in G8:
[212] fintech
[51] ai
[50] blockchain
[28] bitcoin
[25] agod
[23] altcoin
[21] regtech
[20] crypto
[19] ethereum
[18] altcoins

Top Hashtags in Tweet in G9:
[9] fintech
[6] hiring
[6] jobs
[5] xrp
[5] ripple
[3] blockchain
[3] crypto
[2] payments
[2] xrpcommunity
[2] altcoins

Top Hashtags in Tweet in G10:
[24] fintech
[20] crypto
[13] cryptocurrency
[12] bitcoin
[12] blockchain
[4] nyc
[4] masternode
[3] ai
[3] btc
[3] apis

Top Words
Top Words in Tweet in Entire Graph:
[2604] Words in Sentiment List#1: Positive
[1180] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[94589] Non-categorized Words
[98374] Total Words
[4198] fintech
[1898] gt
[1413] ai
[881] blockchain
[698] iot

Top Words in Tweet in G1:
[624] fintech
[109] blockchain
[78] crypto
[76] bitcoin
[70] new
[62] more
[61] ai
[54] banking
[45] technology
[43] up

Top Words in Tweet in G2:
[924] fintech
[477] ai
[304] gt
[301] insurtech
[213] jblefevre60
[197] bigdata
[172] spirosmargaris
[152] iot
[139] andi_staub
[125] artificialintelligence

Top Words in Tweet in G3:
[1447] gt
[725] fintech
[545] ai
[434] mikequindazzi
[405] iot
[336] bigdata
[302] cybersecurity
[290] fisher85m
[250] infographic
[206] blockchain

Top Words in Tweet in G4:
[245] fintech
[50] hubrisone
[43] equity
[40] gt
[35] blockchain
[30] bitcoin
[29] crypto
[27] airdrop
[26] business
[24] s

Top Words in Tweet in G5:
[185] fintech
[44] finance
[30] trade
[24] banking
[20] bank
[20] startups
[17] des
[17] new
[16] startup
[16] funding

Top Words in Tweet in G6:
[84] fintech
[67] forbes
[53] blockchain
[46] 2019
[42] fintech50
[39] list
[37] companies
[37] made
[35] six
[33] forbescrypto

Top Words in Tweet in G7:
[107] fintech
[36] startup
[31] tweet
[25] blockchain
[21] s
[18] business
[17] startups
[17] ai
[16] monzo
[15] revolutapp

Top Words in Tweet in G8:
[232] fintech
[113] agodgmt
[66] alert
[62] blockchain
[53] ai
[52] bitcoin
[39] new
[33] crypto
[32] spotify
[30] d

Top Words in Tweet in G9:
[96] ripple
[42] xrp
[34] gt
[25] stedas
[22] thinking
[18] fintech
[17] system
[17] ecosystem
[17] newbies
[17] ledger

Top Words in Tweet in G10:
[42] hydrogenapi
[37] fintech
[31] hydrogen
[29] know
[28] being
[28] accessed
[28] devs
[28] globally
[28] north
[28] america

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1204] gt,gt
[374] fintech,insurtech
[273] mikequindazzi,gt
[198] ai,fintech
[143] gt,pwc
[135] ai,iot
[125] fintech,blockchain
[118] startup,fintech
[118] ml,ai
[118] fintech,iot

Top Word Pairs in Tweet in G1:
[33] more,info
[27] start,up
[26] fintech,start
[25] blockchain,fintech
[24] fintech,50
[22] up,shares
[22] cars,ferraris
[22] ferraris,porsches
[21] engage,banking
[21] banking,customers

Top Word Pairs in Tweet in G2:
[270] fintech,insurtech
[191] gt,gt
[71] evankirstel,ipfconline1
[62] ai,machinelearning
[58] ai,fintech
[58] fintech,evankirstel
[56] fintech,banking
[53] use,cases
[53] animation,world's
[53] world's,valuable

Top Word Pairs in Tweet in G3:
[928] gt,gt
[212] mikequindazzi,gt
[110] gt,pwc
[105] ai,iot
[91] ml,ai
[89] iot,marketing
[88] infographic,ml
[85] marketing,datascience
[81] expert,shortage
[81] shortage,infographic

Top Word Pairs in Tweet in G4:
[28] fintech,equity
[26] equity,airdrop
[25] gt,gt
[22] airdrop,stellar
[17] stellar,omisego
[15] fintech,crowdfunding
[14] bonus,back
[14] back,40
[14] 40,offer
[14] offer,valid

Top Word Pairs in Tweet in G5:
[16] trade,finance
[14] finance,bank
[14] bank,instruments
[14] instruments,sblc
[14] sblc,letterofcredit
[14] letterofcredit,dlc
[14] dlc,bg
[14] bg,bankguarantee
[14] bankguarantee,forex
[14] forex,fintech

Top Word Pairs in Tweet in G6:
[39] forbes,fintech50
[37] made,forbes
[35] six,blockchain
[35] fintech50,list
[35] list,2019
[34] blockchain,companies
[34] companies,made
[33] forbescrypto,six
[14] electroneum,ecosystem
[14] ecosystem,infographic

Top Word Pairs in Tweet in G7:
[13] startup,fintech
[8] fintech,giant
[8] giant,revolutapp
[8] revolutapp,begun
[8] begun,hiring
[8] hiring,staff
[8] staff,ireland
[8] ireland,prepares
[8] prepares,take
[8] take,country

Top Word Pairs in Tweet in G8:
[44] alert,agodgmt
[23] golden,money
[23] money,team
[21] regtech,fintech
[20] agodgmt,golden
[20] team,presents
[20] alert,harrietamusic
[19] altcoin,fintech
[16] music,alert
[16] blockchain,ai

Top Word Pairs in Tweet in G9:
[22] thinking,ripple
[20] ripple,xrp
[19] xrp,xrp
[17] stedas,ripple
[17] ripple,ecosystem
[17] ecosystem,newbies
[17] newbies,gt
[17] gt,gt
[17] gt,ripple
[17] xrp,ledger

Top Word Pairs in Tweet in G10:
[28] know,hydrogen
[28] hydrogen,being
[28] being,accessed
[28] accessed,devs
[28] devs,globally
[28] globally,north
[28] north,america
[28] america,latam
[28] latam,europe
[28] europe,asia

Top Replied-To
Top Replied-To in Entire Graph:
@agodgmt
@cnbc
@clive_minshell
@coinfirm_io
@onalytica
@frances_coppola
@peterverhaar
@lisewitteman
@computerweekly
@prodmatters

Top Replied-To in G2:
@onalytica
@jimmarous
@harbrimah
@pwc

Top Replied-To in G3:
@creditsuisse

Top Replied-To in G4:
@hubrisone
@bancointer

Top Replied-To in G5:
@frances_coppola

Top Replied-To in G6:
@sarahaustin
@efinexchange
@forbes

Top Replied-To in G7:
@retheauditors
@leimer
@imfnews

Top Replied-To in G8:
@agodgmt
@vnx_io
@pymnts

Top Replied-To in G9:
@davidgerard
@dominicrozari15
@frances_coppola

Top Replied-To in G10:
@olexkp
@cz_binance

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@fisher85m
@jblefevre60
@spirosmargaris
@antgrasso
@andi_staub
@wef
@evankirstel
@ipfconline1
@ume_kyd

Top Mentioned in G1:
@booth_lenders
@parkereternal
@ciulinaru49
@gfradelos
@ridecaribbean
@rbrlondon
@thewritecure
@hellolemonij
@fabienprevots

Top Mentioned in G2:
@jblefevre60
@spirosmargaris
@andi_staub
@ipfconline1
@evankirstel
@jimmarous
@mikequindazzi
@fisher85m
@visualcap

Top Mentioned in G3:
@mikequindazzi
@fisher85m
@antgrasso
@ume_kyd
@wef
@ravikikan
@frost_sullivan
@reach2ratan
@everest
@spirosmargaris

Top Mentioned in G4:
@hubrisone
@ralexjimenez
@egon_01
@rockzplatform
@daviddoughty
@vc_watcher
@spirosmargaris
@telecomreseller
@mikequindazzi
@luca_gualtieri1

Top Mentioned in G5:
@subcontractsind
@neiraosci
@michelnizon
@oaknorth
@michal_b
@spirosmargaris
@finextra
@damien_cabadi
@techcrunch
@fintech

Top Mentioned in G6:
@forbescrypto
@forbes
@blockchainflux
@mikealmiroudis
@davidwhinray
@iamyonjung
@brainexrn
@keynote_ae
@deepvaluestrat
@exrntoken

Top Mentioned in G7:
@monzo
@revolutapp
@fintech_futures
@michaelcogley
@awscloud
@gikonyomash
@parisfinforum
@villamizaritpro
@dcbusinessclub
@rostiegroup

Top Mentioned in G8:
@agodgmt
@harrietamusic
@gfaccord
@coinspectator
@eminem
@fintechna
@hana_elsayyed
@ttavlas
@regtech_fintech
@zaibatsu

Top Mentioned in G9:
@stedas
@ripple
@ripplexrpie
@greenhouse
@giantgox
@jchaunceykelly
@workingmoney589
@robertartrobart
@andrewp47809396
@shuvaomri

Top Mentioned in G10:
@hydrogenapi
@hydroblockchain
@paccoinofficial
@pinoyfool
@umutkatirci
@imcryptowealthy
@cointelegraph
@beastieux
@finexbox
@di0nysos_

Top Tweeters
Top Tweeters in Entire Graph:
@davidjones_now
@startupcrunch
@jornalistavitor
@arkangelscrap
@piyuanker12
@paoloigna1
@guardiadigital
@infoapuntes
@postematico
@sectest9

Top Tweeters in G1:
@startupcrunch
@guardiadigital
@infoapuntes
@postematico
@tuitopsis
@multigaceta
@hiperenlazados
@reportes24h
@debesleerlo
@rotadatos

Top Tweeters in G2:
@jornalistavitor
@arkangelscrap
@deejayiwan
@evankirstel
@aldoceccarelli
@fintechna
@marshacollier
@lilachbullock
@machinelearnflx
@richsimmondsza

Top Tweeters in G3:
@sectest9
@eraser
@kotaknaren
@chidambara09
@cberrl
@zimei_no_ri
@lelkan
@biconnections
@calcaware
@combatsespoir

Top Tweeters in G4:
@agencia_andina
@block24x7
@italiastartup_
@nubank
@nerd_junkie_
@ashot_
@fedelowe
@stawbewrry
@enriquen
@startzai

Top Tweeters in G5:
@ottlegalrebels
@lesechos
@kingofpayments
@techcrunch
@londonnetworker
@jeandoobs
@ssxman2
@crudeadventures
@gagnelegal
@molacc

Top Tweeters in G6:
@paoloigna1
@resilient_ent
@redeemcrier
@blockchainflux
@forbes
@glfceo
@startupbulletin
@yashbha31648241
@talkabot_id
@profadviser

Top Tweeters in G7:
@startupsbot
@villamizaritpro
@akdm_bot
@retheauditors
@joehas
@revolutapp
@monzo
@gudcapital
@startupnews101
@ianbeckett

Top Tweeters in G8:
@gamergeeknews
@aaroncuddeback
@portfoliobuzz
@coinspectator
@journeyman15
@poppenreport
@ham_gretsky
@zaibatsu
@mediapython
@metropulseusa

Top Tweeters in G9:
@frances_coppola
@xrptrump
@haydentiff
@davidgerard
@medinacerecero
@giantgox
@6189_ryu
@xrphodler
@cryptocolic
@ripplexrpie

Top Tweeters in G10:
@networksmanager
@mypat3op
@joaoaacardoso
@imcryptowealthy
@cointelegraph
@victordorofeev1
@newsbtc
@olexkp
@btctn
@beastieux